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Journal Articles

Efficient Parametric Optimization for Expensive Single Objective Problems

Jonathan M. Weaver-Rosen, Richard J. Malak, Jr.
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031711.
Paper No: MD-20-1396
https://doi.org/10.1115/1.4049519
Published Online: January 27, 2021
View Article titled, Efficient Parametric Optimization for Expensive Single Objective Problems
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Topics: Optimization, Response surface methodology, Design, Algorithms
Journal Articles

Time-Dependent Reliability Analysis Through Response Surface Method

Dequan Zhang, Xu Han, Chao Jiang, Jie Liu, Qing Li
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. April 2017, 139(4): 041404.
Paper No: MD-16-1547
https://doi.org/10.1115/1.4035860
Published Online: February 24, 2017
View Article titled, Time-Dependent Reliability Analysis Through Response Surface Method
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Topics: Event history analysis, Failure, Probability, Reliability, Response surface methodology, Stochastic processes, Stress, Design
Journal Articles

Nonlinear Assembly Tolerance Design for Spatial Mechanisms Based on Reliability Methods

Yin Yin, Nie Hong, Feng Fei, Wei Xiaohui, Ni Huajin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2017, 139(3): 032301.
Paper No: MD-16-1419
https://doi.org/10.1115/1.4035433
Published Online: January 12, 2017
View Article titled, Nonlinear Assembly Tolerance Design for Spatial Mechanisms Based on Reliability Methods
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Topics: Chain, Design, Dimensions, Manufacturing, Artificial neural networks, Response surface methodology, Gears, Reliability, Probability, Support vector machines
Journal Articles

An Adaptive Response Surface Method Using Bayesian Metric and Model Bias Correction Function

Lei Shi, Ren-Jye Yang, Ping Zhu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2014, 136(3): 031005.
Paper No: MD-13-1043
https://doi.org/10.1115/1.4026095
Published Online: January 10, 2014
View Article titled, An Adaptive Response Surface Method Using Bayesian Metric and Model Bias Correction Function
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Topics: Response surface methodology, Uncertainty, Algorithms
Journal Articles

A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization

Zequn Wang, Pingfeng Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. December 2012, 134(12): 121007.
https://doi.org/10.1115/1.4007931
Published Online: November 15, 2012
View Article titled, A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization
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Topics: Design, Event history analysis, Reliability, Response surface methodology, Errors, Reliability-based optimization, Probability
Journal Articles

Role of Conservative Moving Least Squares Methods in Reliability Based Design Optimization: A Mathematical Foundation

Jongsoo Lee, Chang Yong Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2011, 133(12): 121005.
https://doi.org/10.1115/1.4005235
Published Online: December 9, 2011
View Article titled, Role of Conservative Moving Least Squares Methods in Reliability Based Design Optimization: A Mathematical Foundation
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Topics: Approximation, Design, Reliability, Reliability-based optimization, Optimization, Response surface methodology, Polynomials
Journal Articles

Computational Improvements to Estimating Kriging Metamodel Parameters

Jay D. Martin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. August 2009, 131(8): 084501.
https://doi.org/10.1115/1.3151807
Published Online: July 9, 2009
View Article titled, Computational Improvements to Estimating Kriging Metamodel Parameters
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Topics: Algorithms, Gaussian distribution, Maximum likelihood estimation, Optimization, Optimization algorithms, Design, Dimensions, Response surface methodology, Computers, Statistics
Journal Articles

Practical Implementation of Robust Design Assisted by Response Surface Approximation and Visual Data-Mining

Koji Shimoyama, Jin Ne Lim, Shinkyu Jeong, Shigeru Obayashi, Masataka Koishi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2009, 131(6): 061007.
https://doi.org/10.1115/1.3125207
Published Online: May 19, 2009
View Article titled, Practical Implementation of Robust Design Assisted by Response Surface Approximation and Visual Data-Mining
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Topics: Approximation, Design, Optimization, Response surface methodology, Data mining
Journal Articles

Reliability-Based Design Optimization Using Response Surface Method With Prediction Interval Estimation

Chwail Kim, K. K. Choi
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2008, 130(12): 121401.
https://doi.org/10.1115/1.2988476
Published Online: October 7, 2008
View Article titled, Reliability-Based Design Optimization Using Response Surface Method With Prediction Interval Estimation
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Topics: Design, Reliability, Response surface methodology, Errors, Reliability-based optimization, Optimization
Journal Articles

An Indicator Response Surface Method for Simulation-Based Reliability Analysis

Tong Zou, Zissimos P. Mourelatos, Sankaran Mahadevan, Jian Tu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2008, 130(7): 071401.
https://doi.org/10.1115/1.2918901
Published Online: May 19, 2008
View Article titled, An Indicator Response Surface Method for Simulation-Based Reliability Analysis
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Topics: Approximation, Event history analysis, Failure, Reliability, Response surface methodology, Simulation, Probability, Design, Vibration absorbers
Journal Articles

Editorial

J. Michael McCarthy
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Editorial
J. Mech. Des. July 2006, 128(4): 657–658.
https://doi.org/10.1115/1.2217627
Published Online: July 1, 2006
View Article titled, Editorial
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Topics: Design, Design engineering, Dynamics (Mechanics), Kinematics, Mechanical engineering, Reliability, Robotics, Engineering teachers, Vibration, Computers
Journal Articles

Study on Structural Lightweight Design of Automotive Front Side Rail Based on Response Surface Method

Y. Zhang, P. Zhu, G. L. Chen, Z. Q. Lin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. May 2007, 129(5): 553–557.
https://doi.org/10.1115/1.2712223
Published Online: June 9, 2006
View Article titled, Study on Structural Lightweight Design of Automotive Front Side Rail Based on Response Surface Method
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Topics: Design, Rails, Response surface methodology, Vehicles, Simulation, Weight (Mass)
Journal Articles

Tradeoff of Uncertainty Reduction Mechanisms for Reducing Weight of Composite Laminates

Erdem Acar, Ph.D., Raphael T. Haftka, Theodore F. Johnson, Ph.D. Aerospace Engineer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2007, 129(3): 266–274.
https://doi.org/10.1115/1.2406097
Published Online: February 23, 2006
View Article titled, Tradeoff of Uncertainty Reduction Mechanisms for Reducing Weight of Composite Laminates
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Topics: Composite materials, Design, Errors, Failure, Laminates, Probability, Quality control, Temperature, Uncertainty, Weight (Mass)
Journal Articles

Safety Envelope for Load Tolerance and its Application to Fatigue Reliability Design

Haoyu Wang, Nam H. Kim, Yoon-Jun Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2006, 128(4): 919–927.
https://doi.org/10.1115/1.2204971
Published Online: December 22, 2005
View Article titled, Safety Envelope for Load Tolerance and its Application to Fatigue Reliability Design
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Topics: Design, Probability, Reliability, Safety, Stress, Fatigue, Fatigue life, Response surface methodology, Uncertainty
Journal Articles

Understanding the Effects of Model Uncertainty in Robust Design With Computer Experiments

Daniel W. Apley, Jun Liu, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. July 2006, 128(4): 945–958.
https://doi.org/10.1115/1.2204974
Published Online: December 19, 2005
View Article titled, Understanding the Effects of Model Uncertainty in Robust Design With Computer Experiments
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Topics: Design, Interpolation, Simulation, Uncertainty, Computers, Response surface methodology
Journal Articles

Metamodeling Development for Vehicle Frontal Impact Simulation

R. J. Yang, N. Wang, C. H. Tho, J. P. Bobineau, B. P. Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. September 2005, 127(5): 1014–1020.
https://doi.org/10.1115/1.1906264
Published Online: January 14, 2005
View Article titled, Metamodeling Development for Vehicle Frontal Impact Simulation
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Topics: Design, Metamodeling, Modeling, Simulation, Vehicles, Deformation, Response surface methodology, Errors, Sampling methods
Journal Articles

Analysis of Support Vector Regression for Approximation of Complex Engineering Analyses

Stella M. Clarke, Jan H. Griebsch, Timothy W. Simpson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2005, 127(6): 1077–1087.
https://doi.org/10.1115/1.1897403
Published Online: August 13, 2004
View Article titled, Analysis of Support Vector Regression for Approximation of Complex Engineering Analyses
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Topics: Approximation, Function approximation, Support vector machines, Errors, Response surface methodology, Splines
Journal Articles

Adaptive Response Surface Method Using Inherited Latin Hypercube Design Points

G. Gary Wang, Assistant Professor,
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Papers
J. Mech. Des. June 2003, 125(2): 210–220.
https://doi.org/10.1115/1.1561044
Published Online: June 11, 2003
View Article titled, Adaptive Response Surface Method Using Inherited Latin Hypercube Design Points
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Topics: Design, Response surface methodology, Optimization
Journal Articles

Trust Region Augmented Lagrangian Methods for Sequential Response Surface Approximation and Optimization

J. F. Rodri´guez, J. E. Renaud, L. T. Watson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 1998, 120(1): 58–66.
https://doi.org/10.1115/1.2826677
Published Online: March 1, 1998
View Article titled, Trust Region Augmented Lagrangian Methods for Sequential Response Surface Approximation and Optimization
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Topics: Approximation, Optimization, Response surface methodology, Design, Computer simulation, Nonlinear programming
Journal Articles

Multidisciplinary Analysis and Optimization of Discrete Problems Using Response Surface Methods

J. C. Korngold, G. A. Gabriele
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 1997, 119(4): 427–433.
https://doi.org/10.1115/1.2826386
Published Online: December 1, 1997
View Article titled, Multidisciplinary Analysis and Optimization of Discrete Problems Using Response Surface Methods
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Topics: Optimization, Response surface methodology, Engineering disciplines, Algorithms, Approximation, Design, Manufacturing, Cycles, Multimedia, Sales